• Kelly Guo's avatar
    Adds throughput benchmarking scripts for different learning workflows (#759) · 809d090d
    Kelly Guo authored
    # Description
    - Removes unneeded extensions from headless app file
    - Limits CPU threads when running multi-GPU training to minimize thread
    context switching
    - Apply multi GPU renderer setting to avoid unnecessary GPU context
    initialization
    - Decreases 8k SH startup time on 8 GPUs from > 5 min to 1 min
    - Adds benchmarking scripts
    
    ## Type of change
    
    <!-- As you go through the list, delete the ones that are not
    applicable. -->
    
    - Bug fix (non-breaking change which fixes an issue)
    
    ## Checklist
    
    - [x] I have run the [`pre-commit` checks](https://pre-commit.com/) with
    `./isaaclab.sh --format`
    - [ ] I have made corresponding changes to the documentation
    - [x] My changes generate no new warnings
    - [ ] I have added tests that prove my fix is effective or that my
    feature works
    - [x] I have updated the changelog and the corresponding version in the
    extension's `config/extension.toml` file
    - [ ] I have added my name to the `CONTRIBUTORS.md` or my name already
    exists there
    
    <!--
    As you go through the checklist above, you can mark something as done by
    putting an x character in it
    
    For example,
    - [x] I have done this task
    - [ ] I have not done this task
    -->
    
    ---------
    Co-authored-by: 's avatarAlexander <143108850+nv-apoddubny@users.noreply.github.com>
    Co-authored-by: 's avatarDavid Hoeller <dhoeller@nvidia.com>
    809d090d
isaaclab.python.headless.rendering.kit 3.96 KB